US8761302B1 - Method and apparatus for implementing transmit diversity in OFDM systems - Google Patents
Method and apparatus for implementing transmit diversity in OFDM systems Download PDFInfo
- Publication number
- US8761302B1 US8761302B1 US13/902,961 US201313902961A US8761302B1 US 8761302 B1 US8761302 B1 US 8761302B1 US 201313902961 A US201313902961 A US 201313902961A US 8761302 B1 US8761302 B1 US 8761302B1
- Authority
- US
- United States
- Prior art keywords
- transmit signals
- phases
- transmit
- sub
- carriers
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2626—Arrangements specific to the transmitter only
- H04L27/2627—Modulators
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/02—Arrangements for detecting or preventing errors in the information received by diversity reception
- H04L1/06—Arrangements for detecting or preventing errors in the information received by diversity reception using space diversity
- H04L1/0618—Space-time coding
- H04L1/0625—Transmitter arrangements
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0667—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of delayed versions of same signal
- H04B7/0669—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of delayed versions of same signal using different channel coding between antennas
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0667—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of delayed versions of same signal
- H04B7/0671—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of delayed versions of same signal using different delays between antennas
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03006—Arrangements for removing intersymbol interference
- H04L2025/0335—Arrangements for removing intersymbol interference characterised by the type of transmission
- H04L2025/03375—Passband transmission
- H04L2025/03414—Multicarrier
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03006—Arrangements for removing intersymbol interference
- H04L2025/0335—Arrangements for removing intersymbol interference characterised by the type of transmission
- H04L2025/03426—Arrangements for removing intersymbol interference characterised by the type of transmission transmission using multiple-input and multiple-output channels
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/0202—Channel estimation
- H04L25/0204—Channel estimation of multiple channels
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03006—Arrangements for removing intersymbol interference
- H04L25/03159—Arrangements for removing intersymbol interference operating in the frequency domain
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/0001—Arrangements for dividing the transmission path
- H04L5/0014—Three-dimensional division
- H04L5/0023—Time-frequency-space
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/003—Arrangements for allocating sub-channels of the transmission path
- H04L5/0078—Timing of allocation
- H04L5/0087—Timing of allocation when data requirements change
Definitions
- the present disclosure relates generally to wireless communication systems and, more particularly, to an apparatus and method for implementing transmit diversity in a transmitter with multiple antennas.
- OFDM Orthogonal Frequency Division Modulation
- QAM quadrature amplitude modulation
- OFDM Orthogonal Frequency Division Modulation
- the use of OFDM divides the overall system bandwidth into a number of frequency sub-bands or channels, with each frequency sub-band being associated with a respective sub-carrier upon which data may be modulated.
- each frequency sub-band of the OFDM system may be viewed as an independent transmission channel within which to send data, thereby increasing the overall throughput or transmission rate of the communication system.
- transmitters used in the wireless communication systems that are compliant with the aforementioned 802.11a/802.11g/802.11n standards as well as other standards such as the 802.16a IEEE Standard, perform multi-carrier OFDM symbol encoding (which may include error correction encoding and interleaving), convert the encoded symbols into the time domain using Inverse Fast Fourier Transform (IFFT) techniques, and perform digital to analog conversion and conventional radio frequency (RF) upconversion on the signals.
- IFFT Inverse Fast Fourier Transform
- RF radio frequency
- the receivers used in the wireless communication systems that are compliant with the aforementioned 802.11a/802.11g/802.11n and 802.16a IEEE standards generally include an RF receiving unit that performs RF downconversion and filtering of the received signals (which may be performed in one or more stages), and a baseband processor unit that processes the OFDM encoded symbols bearing the data of interest.
- the digital form of each OFDM symbol presented in the frequency domain is recovered after baseband downconverting, conventional analog to digital conversion and Fast Fourier Transformation of the received time domain analog signal.
- the baseband processor performs demodulation (phase rotation) and frequency domain equalization (FEQ) to recover the transmitted symbols, and these symbols are then processed in a viterbi decoder to estimate or determine the most likely identity of the transmitted symbol.
- the recovered and recognized stream of symbols is then decoded, which may include deinterleaving and error correction using any of a number of known error correction techniques, to produce a set of recovered signals corresponding to the original signals transmitted by the transmitter.
- the RF modulated signals generated by the transmitter may reach a particular receiver via a number of different propagation paths, the characteristics of which typically change over time due to the phenomena of multi-path and fading. Moreover, the characteristics of a propagation channel differ or vary based on the frequency of propagation. To compensate for the time varying, frequency selective nature of the propagation effects, and generally to enhance effective encoding and modulation in a wireless communication system, each receiver of the wireless communication system may periodically develop or collect channel state information (CSI) for each of the frequency channels, such as the channels associated with each of the OFDM sub-bands discussed above.
- CSI channel state information
- CSI is information defining or describing one or more characteristics about each of the OFDM channels (for example, the gain, the phase and the signal-to-noise ratio (SNR) of each channel).
- the receiver may send this CSI back to the transmitter, which may use the CSI for each channel to precondition the signals transmitted using that channel so as to compensate for the varying propagation effects of each of the channels.
- MIMO multiple-input, multiple-output
- a MIMO channel formed by the various transmit and receive antennas between a particular transmitter and a particular receiver includes a number of independent spatial channels.
- a wireless MIMO communication system can provide improved performance (e.g., increased transmission capacity) by utilizing the additional dimensionalities created by these spatial channels for the transmission of additional data.
- the spatial channels of a wideband MIMO system may experience different channel conditions (e.g., different fading and multi-path effects) across the overall system bandwidth and may therefore achieve different SNRs at different frequencies (i.e., at the different OFDM frequency sub-bands) of the overall system bandwidth. Consequently, the number of information bits per modulation symbol (i.e., the data rate) that may be transmitted using the different frequency sub-bands of each spatial channel for a particular level of performance may differ from frequency sub-band to frequency sub-band.
- beamforming or beamsteering creates a spatial gain pattern having one or more high gain lobes or beams (as compared to the gain obtained by an omni-directional antenna) in one or more particular directions, while reducing the gain over that obtained by an omni-directional antenna in other directions.
- the MIMO system can obtain better transmission reliability between a particular transmitter and a particular receiver, over that obtained by single transmitter-antenna/receiver-antenna systems.
- Diversity in a communication system refers to the use of multiple communication channels having different characteristics. Diversity can help mitigate fading and co-channel interference. For instance, different channels typically experience different levels of fading and/or interference. Diversity can be implemented when multiple versions of the same signal are transmitted and/or received and then combined in the receiver. Thus, reception can be improved by transmitting a single signal using multiple transmit antennas while phasing (and amplifying) this signal as it is provided to the various transmit antennas and exploiting the resulting transmit diversity.
- One transmit diversity technique that may be utilized is often referred to as cyclic delay diversity (CDD). In CDD, the same signal is applied to multiple transmit antennas, but a different time delay is introduced in the time domain signal for each antenna.
- CDD cyclic delay diversity
- a first antenna may have a time delay of zero
- a second antenna may have a time delay of t 1
- a third antenna may have a time delay of t 2 , where t 1 and t 2 are selected time delay values.
- CDD may also be implemented in the frequency domain.
- multiple signals corresponding to the multiple antennas may be generated by multiplying the original signal with respective complex exponential functions corresponding to the different antennas.
- Each complex exponential function has a phase that linearly changes with frequency, and the slope at which the phase changes is different as compared to the slopes corresponding to the other antennas.
- each receiver of the wireless communication system may periodically develop an equalizer matrix that, when applied to the received signal, attempts to reverse the effects of the channel.
- Developing the equalizer matrix may include developing an estimate of the channel, and then using the estimate of the channel to generate the equalizer coefficients.
- Channel estimation may involve transmitting known training symbols, receiving the transmitted training symbols, and processing the received training symbols to estimate the channel. The estimation may be based on differences between the known training symbols and the received training symbols.
- a method in one embodiment, includes determining a plurality of diagonal matrices C i for modifying a plurality of transmit signals to be transmitted via a plurality of transmit antennas, each diagonal matrix C i for modifying an i-th block of sub-carriers, adjacent in frequency, in the plurality of transmit signals. The method also includes using the plurality of diagonal matrices C i to modify the plurality of transmit signals to implement transmit diversity.
- a communication device comprises a hardware device configured to determine a plurality of diagonal matrices C i for modifying a plurality of transmit signals to be transmitted via a plurality of transmit antennas, each diagonal matrix C i for modifying an i-th block of sub-carriers, adjacent in frequency, in the plurality of transmit signals, and use the plurality of diagonal matrices C i to modify the plurality of transmit signals to implement transmit diversity.
- FIG. 1 is a block diagram of a wireless MIMO communication or transmission system that implements transmit diversity techniques
- FIG. 2 is a block diagram of a cluster of sub-carriers in the IEEE 802.16 standard
- FIG. 3 is graph of phases applied to blocks of sub-carriers in a transmit diversity technique
- FIG. 4 is a flow diagram of one example method for implementing transmit diversity
- FIG. 5A is a block diagram of a high definition television that may utilize transmit diversity techniques such as described herein;
- FIG. 5B is a block diagram of a vehicle that may utilize transmit diversity techniques such as described herein;
- FIG. 5C is a block diagram of a cellular phone that may utilize transmit diversity techniques such as described herein;
- FIG. 5D is a block diagram of a set top box that may utilize transmit diversity techniques such as described herein;
- FIG. 5E is a block diagram of a media player that may utilize transmit diversity techniques such as described herein;
- FIG. 5F is a block diagram of a voice over IP device that may utilize matrix transmit diversity techniques such as described herein.
- transmit diversity techniques described herein for processing and effecting a wireless data transmission are described as being used in communication systems that operate according to the IEEE Standard 802.16 communication standard, these techniques may be used in various other types of wireless communication systems such as the IEEE Standard 802.11a/g/n communication standards. More generally, these techniques may be utilized in a wireless communication system that utilizes OFDM modulation in conjunction with multiple transmit antennas, and the techniques are not limited to systems conforming to one or more of the IEEE Standard 802.11x and 802.16 standards.
- a MIMO communication system 10 is illustrated in block diagram form as generally including a single transmitter 12 having multiple transmission antennas 14 A- 14 N and a single receiver 16 having multiple receiver antennas 18 A- 18 M.
- the number of transmission antennas 14 A- 14 N can be the same as, more than, or less than the number of receiver antennas 18 A- 18 M.
- the transmitter 12 may include a controller 20 coupled to a memory 21 , a symbol encoder and modulator unit 22 and a space-time filtering or mapping block 24 .
- the transmitter 12 may also include a matrix equalizer 25 and a symbol demodulator and decoder unit 26 to perform demodulation and decoding of signals received via the antennas 14 A- 14 N in a receive mode.
- the controller 12 may be any desired type of controller and may be implemented as one or more standard multi-purpose, programmable processors, such as micro-processors, as application specific integrated circuits (ASICs), etc., or may be implemented using any other desired types of hardware, software and/or firmware.
- the space-time mapping block 24 or beamforming network, and the matrix equalizer 25 may be implemented using known or standard hardware and/or software elements.
- various of the transmitter components, such as the controller 20 , the modulator unit 22 , the demodulator unit 26 , the space-time mapping block 24 and the matrix equalizer 25 may be implemented in the same or in different hardware devices, such as in the same or different processors.
- each of these components of the transmitter 12 may be disposed in a housing 29 (shown in dotted relief in FIG. 1 ). Still further, the routines or instructions for implementing the functionality of any of these components may be stored in the memory 21 or within other memory devices associated with the individual hardware used to implement these components.
- information signals T x1 -T xn which are to be transmitted from the transmitter 12 to the receiver 16 are provided to the symbol encoder and modulator unit 22 for encoding and modulation.
- any desired number of signals T x1 -T xn may be provided to the modulator unit 22 , with this number generally being limited by the modulation scheme used by and the bandwidth associated with the MIMO communication system 10 .
- the signals T x1 -T xn may be any type of signals, including analog or digital signals, and may represent any desired type of data or information.
- a known test or control signal C x1 (which may be stored in the memory 21 ) may be provided to the symbol encoder and modulator unit 22 for use in determining CSI related information describing the characteristics of the channel(s) between the transmitter 12 and the receiver 16 .
- the same control signal or a different control signal may be used to determine the CSI for each frequency and/or spatial channel used in the MIMO communication system 10 .
- the control signal C x1 may be a sounding packet, one or more fields in a preamble, etc.
- the symbol encoder and modulator unit 22 may interleave digital representations of the various signals T x1 -T xn and C x1 and may perform any other known type(s) of error-correction encoding on the signals T x1 -T xn and C x1 to produce one or more streams of symbols to be modulated and sent from the transmitter 12 to the receiver 16 . While the symbols may be modulated using any desired or suitable QAM technique, such as using 64 QAM, these symbols may be modulated in any other known or desired manner including, for example, using any other desired phase and/or frequency modulation techniques.
- the modulated symbol streams are provided by the symbol encoder and modulator unit 22 to the space-time mapping block 24 for processing before being transmitted via the antennas 14 A- 14 N.
- the space-time mapping block 24 or beamforming network processes the modulated signals by injecting delays and/or gains into the modulated signals.
- the space-time mapping block 24 may process the sub-carriers in blocks. For example, within a block, the space-time mapping block 24 may apply the same phase to all of the sub-carriers of the block for a signal corresponding to one of the antennas 14 A- 14 N.
- the space-time mapping block 24 may apply different phases to different blocks of sub-carriers.
- the modulated symbol streams may be up-converted to the radio frequency (RF) carrier frequencies associated with an OFDM technique (in one or more stages) before or after being processed by the space-time mapping block 24 .
- RF radio frequency
- the signals transmitted by the transmitter 12 are detected by the receiver antennas 18 A- 18 M and may be processed by a matrix equalizer 35 within the receiver 16 to enhance the reception capabilities of the antennas 18 A- 18 M.
- the processing applied at the receiver 16 may be based on, for example, the CSI developed by the receiver 16 in response to the transmission of the test or control signal C x1 (e.g., sounding packet, preamble fields, etc.).
- a symbol demodulator and decoder unit 36 under control of a controller 40 , may decode and demodulate the received symbol strings as processed by the matrix equalizer 35 . In this process, these signals may be downconverted to baseband.
- the matrix equalizer 35 and the demodulator and decoder unit 36 may operate to remove effects of the channel based on the CSI as well as to perform demodulation on the received symbols to produce a digital bit stream.
- the symbol demodulator and decoder unit 36 may perform error correction decoding and deinterleaving on the bit stream to produce the received signals R x1 -R xn corresponding to the originally transmitted signals T x1 -T xn .
- the matrix equalizer 35 may process the test or control signal C x1 to develop an equalizer matrix that, when applied to the received signal, attempts to reverse the effects of the channel.
- the receiver 16 may also include a memory 41 and a symbol encoder and modulator unit 46 which may receive one or more signals T R1 -T Rm , which may be encoded and modulated using any desired encoding and modulation techniques.
- the encoded and modulated symbol stream may then be upconverted and processed by a space-time mapping block 34 , prior to being transmitted via the receiver antennas 18 A- 18 N to, for example, the transmitter 12 , thereby implementing the reverse link.
- the space-time mapping block 34 may operate in a manner the same as or similar to the space-time mapping block 24 .
- each of the receiver components may be disposed in a housing 49 .
- the matrix equalizer 25 and the demodulator/decoder unit 26 within the transmitter 12 operate similarly to the matrix equalizer 35 and the demodulator/decoder unit 36 of the receiver 16 to demodulate and decode the signals transmitted by the receiver 16 to produce the recovered signals R R1 -R Rm .
- the matrix equalizer 25 may develop and apply an equalizer matrix to enhance the separation and therefore the reception of the various signals transmitted by the antennas 18 A- 18 M.
- the CSI, programs and channel estimates used by the equalizers 25 , 35 may be stored in the memories 21 and 41 .
- Cyclic delay diversity is a diversity technique that may be implemented by the space-time mapping block 24 and/or the space-time mapping block 34 .
- D max
- Increasing the delay spread of the effective channel impulse response introduces frequency selectivity.
- performance may degrade as frequency selectivity increases.
- channel estimates become less accurate with a sparse pilot pattern. In turn, less accurate channel estimates may result in poorer equalization and a loss in performance.
- Channel estimates can be block-based. For example, a channel estimate can be determined for a block of sub-carriers based on sub-carriers within the block and not based on sub-carriers outside of the block.
- a block of sub-carriers may be a set of sub-carriers consecutive in terms of frequency.
- a block optionally may extend over time to encompass multiple OFDM symbols. When an OFDM system employs pilots, there may be relatively few pilots within a block as compared to all the pilots in an OFDM symbol.
- One example of block-based channel estimation is utilized in the IEEE 802.16 standard and is referred to as cluster-based channel estimation. FIG.
- FIG. 2 is a diagram illustrating a cluster of sub-carriers for a partial usage of sub-carriers (PUSC) zone according to the IEEE 802.16 standard. Each block represents a sub-carrier in an OFDM symbol. Additionally, blocks with denoted “P” indicate a pilot.
- the cluster includes 14 sub-carriers spanning two OFDM symbols.
- Channel estimation for the cluster of FIG. 2 includes linear interpolation (and extrapolation) over two pilot sub-carriers in a given symbol and weighted averaging over time.
- a practical transmit diversity scheme may seek to maximize frequency diversity when the channel is known to the receiver.
- a new block-based transmit diversity technique is described below.
- a same phase is applied to all sub-carriers in a block, and different phases are applied to adjacent (in terms of frequency) blocks.
- frequency diversity between blocks is provided, whereas frequency diversity within a block is minimized (with respect to frequency diversity caused by the transmit diversity technique as opposed to the frequency selectivity caused by the channel).
- the transmit diversity scheme may be more transparent to block-based channel estimation by the receiver as compared to CDD. It is to be understood, that the block partitioning utilized for transmit diversity need not be the same as the block partitioning utilized for channel estimation. In other words, the transmit diversity blocks may be the same as or different than the channel estimation blocks.
- the new block-based transmit diversity technique will now be described in more detail.
- N T number of transmit antennas
- N R number of receive antennas
- A[k] ⁇ C N T ⁇ N S any pre-coding matrix for sub-carrier k;
- N S number of streams
- N T number of transmit antennas.
- Equation 2 can be rewritten as:
- C[k] diag( ⁇ c 1 [k] c 2 [k] . . . c N T [k] ⁇ ), which is a diagonal pre-coding matrix for sub-carrier k (with c i [k] the i-th diagonal component) that may change the magnitude and/or phase of the signal applied to each transmit antenna;
- W[k] ⁇ C N T ⁇ N S a stream-to-transmit antenna mapping matrix for sub-carrier k.
- W[k] may be any suitable stream-to-transmit antenna mapping matrix.
- the matrix W[k] may be any unitary matrix with every element having the same magnitude, such as a Hadamard matrix or a Fourier matrix.
- the same magnitude and phase can be used for all sub-carriers in a block.
- the diagonal pre-coding matrix C[k] can be written as:
- the same magnitude ⁇ t,i is applied to all sub-carriers k ⁇ K, for the t-th antenna.
- the same phase ⁇ r is applied to all sub-carriers k ⁇ K, for the t-th antenna.
- Equations 6, 7 and 8 can be combined:
- Equation 8 If unit magnitude is applied for all sub-carrier and all antennas, Equation 8 can be simplified:
- a coherence bandwidth B may be defined as a bandwidth including B blocks over which the channel remains relatively uniform.
- the matrices C i for the B blocks may be chosen (i.e., the phases ⁇ t,i and the magnitudes ⁇ t,i ) so that they span uniformly a sphere in an N T -dimensional complex space. Additionally, the matrices C i may be chosen so that matrices C i corresponding to adjacent blocks are spaced relatively far apart on the sphere.
- the phase for a given block may be selected to be the average of the phases that would be applied to the sub-carriers within the block if the CDD technique were employed.
- FIG. 3 is a graph showing phases that could be applied to signals provided to a second antenna of a transmitter.
- the dashed lines indicate phases that could be applied by the CDD technique.
- the phase varies linearly as the sub-carriers increase in frequency (i.e., as the index k increases).
- the solid horizontal lines indicate phases that can be applied with a block-based transmit diversity technique. Each horizontal line corresponds to a block of sub-carriers. As can be seen in FIG.
- phase applied to each block is the average of phases that would have been applied if the CDD technique were employed. Additionally, in the example of FIG. 3 , it can be seen that the phases are not chosen so that adjacent blocks have phases that are relatively far apart.
- the phases to be applied to the blocks are only selectable from the set 0, ⁇ /2, ⁇ , and 3 ⁇ /2.
- the components of the matrices C i will only be ⁇ 1 and ⁇ j.
- multiplication by ⁇ 1 and ⁇ j are easily implemented.
- applying matrices C i with only elements of ⁇ 1 and ⁇ j may require much less hardware as compared to hardware for applying matrices with more generally complex valued elements.
- the diagonal pre-coding matrices C i may be selected so that phases generally abruptly change between adjacent blocks of sub-carriers.
- the phases may chosen as:
- selection of the diagonal pre-coding matrices C i may be based on the type of block-based channel estimation to be utilized. For example, if channel estimation for a given sub-carrier utilizes adjacent OFDM symbols in the same block, it may be desirable to not vary the phase of the block over time, or to vary the phase slowly. As another example, if channel estimation for a given sub-carrier does not utilize adjacent OFDM symbols in the same block, or if channel estimation is performed super-symbol by super-symbol, then it may be desirable to drastically change the phase over time.
- the matrices C i may be selected so that magnitudes randomly or pseudo-randomly vary between blocks, but magnitudes remain constant within each block.
- the magnitudes could be varied in other ways as well.
- the magnitudes may be kept uniform amongst the blocks.
- the transmit diversity techniques described herein may be implemented in a transmitter such as the devices 12 and 16 of FIG. 1 .
- the matrices C i may be determined by the space-time mapping block 24 , the controller 20 or any other block of the transmitter 12 .
- a transmit diversity phase determination block may determine a set of phases that corresponds to each of the matrices C i .
- the transmit diversity phase determination block could be a component of the space-time mapping block 24 or any other component of the transmitter 12 illustrated in FIG. 1 .
- the transmit diversity phase determination block could be separate from components illustrated in FIG. 1 .
- a transmit diversity magnitude determination block may determine a set of magnitudes that corresponds to each of the matrices C i .
- the transmit diversity magnitude determination block could be a component of the space-time mapping block 24 or any other component of the transmitter 12 illustrated in FIG. 1 .
- the transmit diversity magnitude determination block could be separate from components illustrated in FIG. 1 .
- the matrices C i may be stored in the memory 21 (which may include merely storing the diagonal components of the matrices C i in the memory 21 ).
- the space-time mapping block 24 may include a memory and the memory of the space-time mapping block 24 .
- the matrices C i may be stored in any other memory of the transmitter 12 .
- the matrices C i may be applied by the space-time mapping block 24 .
- FIG. 4 is a flow diagram of an example method 200 for implementing transmit diversity in an OFDM system.
- the method 200 may be implemented by a device such as the transmitter 12 and/or the receiver 16 of FIG. 1 , and will be described with reference to FIG. 1 for ease of explanation.
- the method 200 may be implemented by a communication device other than the transmitter 12 and the receiver 16 of FIG. 1 .
- the transmitter 12 and the receiver 16 may implement a transmit diversity method different than the method 200 .
- blocks of sub-carriers in an OFDM system may be determined.
- each block includes a set of consecutive (in frequency) sub-carriers.
- the blocks may be determined outside of the transmitter 12 , for example, and the transmitter 12 may be pre-configured to handle the pre-determined blocks.
- the transmitter 12 may be pre-configured to handle the pre-determined blocks.
- it may be determined ahead of time that the device 12 is to be used in conjunction with a particular communication standard, and it may be predetermined that the sub-carriers in the communication standard will be partitioned into a set of blocks for purposes of transmit diversity.
- the blocks may be determined such that each block includes the same number of sub-carriers.
- the device 12 may be preconfigured with the predetermined blocks.
- the device 12 may dynamically determine the blocks.
- the blocks could be determined by the device 12 based on a channel estimation, such that the channel in each block remains relatively unchanged.
- the space-time mapping block 24 , the controller 20 or any other block of the transmitter 12 may dynamically determine the blocks.
- the blocks are pre-determined, the space-time mapping block 24 , the controller 20 or any other block of the transmitter 12 may be pre-configured with knowledge of the pre-determined blocks. For example, an indication of the pre-determined blocks may be stored in the memory 21 or any other memory of the device 12 .
- a transmit diversity sub-carrier partitioning block may dynamically determine the blocks.
- the transmit diversity sub-carrier partitioning block could be a component of the space-time mapping block 24 or any other component of the transmitter 12 illustrated in FIG. 1 .
- the transmit diversity sub-carrier partitioning block could be separate from components illustrated in FIG. 1 .
- the diagonal pre-coding matrices C i may be determined in a manner such as described above.
- the space-time mapping block 24 , the controller 20 or any other block of the transmitter 12 may determine the diagonal pre-coding matrices C i .
- the diagonal pre-coding matrices C i may be stored in the memory 21 or any other memory of the device 12 .
- the pre-coding matrices C i may be applied to the signals to be transmitted via the antennas 14 A-N.
- the space-time mapping block 24 may apply the pre-coding matrices C i .
- the blocks optionally may be re-determined one or more subsequent times. For example, if the device 12 determines that the channel has changed, the blocks may be re-determined. As another example, the blocks may be re-determined periodically.
- the diagonal pre-coding matrices C i may be re-determined one or more subsequent times. For example, if the device 12 determines that the channel has changed, the diagonal pre-coding matrices C i may be re-determined. As another example, the diagonal pre-coding matrices C i may be re-determined periodically. As yet another example, the diagonal pre-coding matrices C i may be re-determined each time the blocks are re-determined.
- transmit diversity techniques described herein may be implemented in a device different than the devices 12 and 16 of FIG. 1 . More generally, transmit diversity techniques such as described above may be utilized in various MIMO devices that utilize OFDM modulation. For example, techniques such as described above may be utilized in base stations, access points, wireless routers, etc. Additionally, FIGS. 5A-5F illustrate various devices in which transmit diversity techniques such as described above, may be employed.
- HDTV 1020 includes a mass data storage 1027 , an HDTV signal processing and control block 1022 , a WLAN interface and memory 1028 .
- HDTV 1020 receives HDTV input signals in either a wired or wireless format and generates HDTV output signals for a display 1026 .
- signal processing circuit and/or control circuit 1022 and/or other circuits (not shown) of HDTV 1020 may process data, perform coding and/or encryption, perform calculations, format data and/or perform any other type of HDTV processing that may be required.
- the signal processing and/or control circuit 1022 may implement transmit diversity techniques such as described above.
- HDTV 1020 may communicate with a mass data storage 1027 that stores data in a nonvolatile manner such as optical and/or magnetic storage devices.
- the mass storage device may be a mini HDD that includes one or more platters having a diameter that is smaller than approximately 1.8′′.
- HDTV 1020 may be connected to memory 1028 such as RAM, ROM, low latency nonvolatile memory such as flash memory and/or other suitable electronic data storage.
- HDTV 1020 also may support connections with a WLAN via a WLAN network interface 1029 .
- the WLAN network interface 1029 may implement transmit diversity techniques such as described above.
- the vehicle 1030 includes a control system that may include mass data storage 1046 , as well as a WLAN interface 1048 .
- the mass data storage 1046 may support a powertrain control system 1032 that receives inputs from one or more sensors 1036 such as temperature sensors, pressure sensors, rotational sensors, airflow sensors and/or any other suitable sensors and/or that generates one or more output control signals 1038 such as engine operating parameters, transmission operating parameters, and/or other control signals.
- sensors 1036 such as temperature sensors, pressure sensors, rotational sensors, airflow sensors and/or any other suitable sensors and/or that generates one or more output control signals 1038 such as engine operating parameters, transmission operating parameters, and/or other control signals.
- Control system 1040 may likewise receive signals from input sensors 1042 and/or output control signals to one or more output devices 1044 .
- control system 1040 may be part of an anti-lock braking system (ABS), a navigation system, a telematics system, a vehicle telematics system, a lane departure system, an adaptive cruise control system, a vehicle entertainment system such as a stereo, DVD, compact disc and the like.
- ABS anti-lock braking system
- Powertrain control system 1032 may communicate with mass data storage 1027 that stores data in a nonvolatile manner such as optical and/or magnetic storage devices.
- the mass storage device 1046 may be a mini HDD that includes one or more platters having a diameter that is smaller than approximately 1.8′′.
- Powertrain control system 1032 may be connected to memory 1047 such as RAM, ROM, low latency nonvolatile memory such as flash memory and/or other suitable electronic data storage.
- Powertrain control system 1032 also may support connections with a WLAN via a WLAN network interface 1048 .
- the control system 1040 may also include mass data storage, memory and/or a WLAN interface (all not shown).
- the WLAN network interface 1048 may implement transmit diversity techniques such as described above.
- cellular phone 1050 may include a cellular antenna 1051 .
- the cellular phone 1050 may include either or both signal processing and/or control circuits, which are generally identified in FIG. 5C at 1052 , a WLAN network interface 1068 and/or mass data storage 1064 of the cellular phone 1050 .
- cellular phone 1050 includes a microphone 1056 , an audio output 1058 such as a speaker and/or audio output jack, a display 1060 and/or an input device 1062 such as a keypad, pointing device, voice actuation and/or other input device.
- Signal processing and/or control circuits 1052 and/or other circuits (not shown) in cellular phone 1050 may process data, perform coding and/or encryption, perform calculations, format data and/or perform other cellular phone functions.
- the signal processing and/or control circuits 1052 may implement transmit diversity techniques such as described above.
- Cellular phone 1050 may communicate with mass data storage 1064 that stores data in a nonvolatile manner such as optical and/or magnetic storage devices for example hard disk drives HDD and/or DVDs.
- the HDD may be a mini HDD that includes one or more platters having a diameter that is smaller than approximately 1.8′′.
- Cellular phone 1050 may be connected to memory 1066 such as RAM, ROM, low latency nonvolatile memory such as flash memory and/or other suitable electronic data storage.
- Cellular phone 1050 also may support connections with a WLAN via a WLAN network interface 1068 .
- the WLAN network interface 1068 may implement transmit diversity techniques such as described above.
- the set top box 1080 may include either or both signal processing and/or control circuits, which are generally identified in FIG. 5D at 1084 , a WLAN interface and/or mass data storage 1090 of the set top box 1080 .
- Set top box 1080 receives signals from a source such as a broadband source and outputs standard and/or high definition audio/video signals suitable for a display 1088 such as a television and/or monitor and/or other video and/or audio output devices.
- Signal processing and/or control circuits 1084 and/or other circuits (not shown) of the set top box 1080 may process data, perform coding and/or encryption, perform calculations, format data and/or perform any other set top box function.
- the signal processing and/or control circuits 1084 may implement transmit diversity techniques such as described above.
- Set top box 1080 may communicate with mass data storage 1090 that stores data in a nonvolatile manner and may use jitter measurement.
- Mass data storage 1090 may include optical and/or magnetic storage devices for example hard disk drives HDD and/or DVDs.
- the HDD may be a mini HDD that includes one or more platters having a diameter that is smaller than approximately 1.8′′.
- Set top box 1080 may be connected to memory 1094 such as RAM, ROM, low latency nonvolatile memory such as flash memory and/or other suitable electronic data storage.
- Set top box 1080 also may support connections with a WLAN via a WLAN network interface 1096 .
- the WLAN network interface 1096 may implement transmit diversity techniques such as described above.
- the media player 1100 may include either or both signal processing and/or control circuits, which are generally identified in FIG. 5E at 1104 , a WLAN interface and/or mass data storage 1110 of the media player 1100 .
- media player 1100 includes a display 1107 and/or a user input 1108 such as a keypad, touchpad and the like.
- media player 1100 may employ a graphical user interface (GUI) that typically employs menus, drop down menus, icons and/or a point-and-click interface via display 1107 and/or user input 1108 .
- GUI graphical user interface
- Media player 1100 further includes an audio output 1109 such as a speaker and/or audio output jack.
- Signal processing and/or control circuits 1104 and/or other circuits (not shown) of media player 1100 may process data, perform coding and/or encryption, perform calculations, format data and/or perform any other media player function.
- Media player 1100 may communicate with mass data storage 1110 that stores data such as compressed audio and/or video content in a nonvolatile manner and may utilize jitter measurement.
- the compressed audio files include files that are compliant with MP3 format or other suitable compressed audio and/or video formats.
- the mass data storage may include optical and/or magnetic storage devices for example hard disk drives HDD and/or DVDs.
- the HDD may be a mini HDD that includes one or more platters having a diameter that is smaller than approximately 1.8′′.
- Media player 1100 may be connected to memory 1114 such as RAM, ROM, low latency nonvolatile memory such as flash memory and/or other suitable electronic data storage.
- Media player 1100 also may support connections with a WLAN via a WLAN network interface 1116 .
- the WLAN network interface 1116 may implement transmit diversity techniques such as described above.
- VoIP phone 1150 may include an antenna 1152 .
- the VoIP phone 1150 may include either or both signal processing and/or control circuits, which are generally identified in FIG. 5F at 1154 , a wireless interface and/or mass data storage of the VoIP phone 1150 .
- VoIP phone 1150 includes, in part, a microphone 1158 , an audio output 1160 such as a speaker and/or audio output jack, a display monitor 1162 , an input device 1164 such as a keypad, pointing device, voice actuation and/or other input devices, and a Wireless Fidelity (WiFi) communication module 1166 .
- Signal processing and/or control circuits 1154 and/or other circuits (not shown) in VoIP phone 1150 may process data, perform coding and/or encryption, perform calculations, format data and/or perform other VoIP phone functions.
- VoIP phone 1150 may communicate with mass data storage 1156 that stores data in a nonvolatile manner such as optical and/or magnetic storage devices, for example hard disk drives HDD and/or DVDs.
- the HDD may be a mini HDD that includes one or more platters having a diameter that is smaller than approximately 1.8′′.
- VoIP phone 1150 may be connected to memory 1157 , which may be a RAM, ROM, low latency nonvolatile memory such as flash memory and/or other suitable electronic data storage.
- VoIP phone 1150 is configured to establish communications link with a VoIP network (not shown) via WiFi communication module 1166 .
- the WiFi communication module 1166 may implement transmit diversity techniques such as described above.
- the various blocks, operations, and techniques described above may be implemented in hardware, firmware, software, or any combination of hardware, firmware, and/or software.
- the software or firmware may be stored in any computer readable memory such as on a magnetic disk, an optical disk, or other storage medium, in a RAM or ROM or flash memory, processor, hard disk drive, optical disk drive, tape drive, etc.
- the software or firmware may be delivered to a user or a system via any known or desired delivery method including, for example, on a computer readable disk or other transportable computer storage mechanism or via communication media.
- Communication media typically embodies computer readable instructions, data structures, program modules or other data in a modulated data signal such as a carrier wave or other transport mechanism.
- modulated data signal means a signal that has one or more of its characteristics set or changed in such a manner as to encode information in the signal.
- communication media includes wired media such as a wired network or direct-wired connection, and wireless media such as acoustic, radio frequency, infrared and other wireless media.
- the software or firmware may be delivered to a user or a system via a communication channel such as a telephone line, a DSL line, a cable television line, a fiber optics line, a wireless communication channel, the Internet, etc. (which are viewed as being the same as or interchangeable with providing such software via a transportable storage medium).
- the software or firmware may include machine readable instructions that are capable of causing one or more processors to perform various acts.
- the hardware may comprise one or more of discrete components, an integrated circuit, an application-specific integrated circuit (ASIC), etc.
- ASIC application-specific integrated circuit
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Radio Transmission System (AREA)
Abstract
Description
D=max|d i −d j| (Equation 1)
for all i and j transmit antennas, where dx is the delay applied to antenna x. Increasing the delay spread of the effective channel impulse response introduces frequency selectivity. With a communication scheme that utilizes a sparse pilot pattern, performance may degrade as frequency selectivity increases. In particular, as the frequency selectivity introduced by CDD increases and, channel estimates become less accurate with a sparse pilot pattern. In turn, less accurate channel estimates may result in poorer equalization and a loss in performance.
y[k]=H[k]x[k]+z[k] (Equation 2)
or
or
y[k]=[h 1 [k]h 2 [k] . . . h N
where:
x[k]=A[k]u[k] (Equation 5)
where:
A[k]=C[k]W[k] (Equation 7)
where:
for kεKi, where i is an index indicating the i-th block of sub-carriers, Ki is the set of sub-carriers in the i-th block of sub-carriers, Ci is the diagonal matrix C[k] to be applied to all sub-carriers in the i-th block, βt,i is the magnitude applied for the t-th transmit antenna for the i-th block, and θr is the phase applied to the t-th transmit antenna for the i-th block. Thus, the same magnitude βt,i is applied to all sub-carriers kεK, for the t-th antenna. Similarly, the same phase θr is applied to all sub-carriers kεK, for the t-th antenna.
for kεK1.
for kεK1. If there is one stream, Equation 9 can be rewritten:
for kεKi.
for all n, where θ1,i is the phase applied to i-th block in the signal for the first antenna, and θ2,i is the phase applied to i-th block in the signal for the second antenna, where i varies from 1 to N, where N is the number of sub-carriers.
Claims (22)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US13/902,961 US8761302B1 (en) | 2007-05-30 | 2013-05-27 | Method and apparatus for implementing transmit diversity in OFDM systems |
US14/309,657 US9215121B1 (en) | 2007-05-30 | 2014-06-19 | Method and apparatus for implementing transmit diversity in OFDM systems |
Applications Claiming Priority (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US94085307P | 2007-05-30 | 2007-05-30 | |
US94257307P | 2007-06-07 | 2007-06-07 | |
US12/129,473 US8130858B1 (en) | 2007-05-30 | 2008-05-29 | Method and apparatus for implementing transmit diversity in OFDM systems |
US13/403,949 US8451931B1 (en) | 2007-05-30 | 2012-02-23 | Method and apparatus for implementing transmit diversity in OFDM systems |
US13/902,961 US8761302B1 (en) | 2007-05-30 | 2013-05-27 | Method and apparatus for implementing transmit diversity in OFDM systems |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US13/403,949 Continuation US8451931B1 (en) | 2007-05-30 | 2012-02-23 | Method and apparatus for implementing transmit diversity in OFDM systems |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US14/309,657 Continuation US9215121B1 (en) | 2007-05-30 | 2014-06-19 | Method and apparatus for implementing transmit diversity in OFDM systems |
Publications (1)
Publication Number | Publication Date |
---|---|
US8761302B1 true US8761302B1 (en) | 2014-06-24 |
Family
ID=45757957
Family Applications (4)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/129,473 Active 2030-11-08 US8130858B1 (en) | 2007-05-30 | 2008-05-29 | Method and apparatus for implementing transmit diversity in OFDM systems |
US13/403,949 Active US8451931B1 (en) | 2007-05-30 | 2012-02-23 | Method and apparatus for implementing transmit diversity in OFDM systems |
US13/902,961 Active US8761302B1 (en) | 2007-05-30 | 2013-05-27 | Method and apparatus for implementing transmit diversity in OFDM systems |
US14/309,657 Active US9215121B1 (en) | 2007-05-30 | 2014-06-19 | Method and apparatus for implementing transmit diversity in OFDM systems |
Family Applications Before (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/129,473 Active 2030-11-08 US8130858B1 (en) | 2007-05-30 | 2008-05-29 | Method and apparatus for implementing transmit diversity in OFDM systems |
US13/403,949 Active US8451931B1 (en) | 2007-05-30 | 2012-02-23 | Method and apparatus for implementing transmit diversity in OFDM systems |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US14/309,657 Active US9215121B1 (en) | 2007-05-30 | 2014-06-19 | Method and apparatus for implementing transmit diversity in OFDM systems |
Country Status (1)
Country | Link |
---|---|
US (4) | US8130858B1 (en) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20140192940A1 (en) * | 2004-01-28 | 2014-07-10 | Rambus Inc. | Communication channel calibration for drift conditions |
US9215121B1 (en) | 2007-05-30 | 2015-12-15 | Marvell International Ltd. | Method and apparatus for implementing transmit diversity in OFDM systems |
US9667359B2 (en) | 2004-01-28 | 2017-05-30 | Rambus Inc. | Periodic calibration for communication channels by drift tracking |
US9710011B2 (en) | 2004-03-17 | 2017-07-18 | Rambus Inc. | Drift tracking feedback for communication channels |
US10673582B2 (en) | 2004-01-28 | 2020-06-02 | Rambus Inc. | Communication channel calibration for drift conditions |
Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPWO2008149533A1 (en) * | 2007-05-31 | 2010-08-19 | パナソニック株式会社 | Radio communication mobile station apparatus and CDD mode determination method |
US20100226448A1 (en) * | 2009-03-05 | 2010-09-09 | Paul Wilkinson Dent | Channel extrapolation from one frequency and time to another |
US8582517B2 (en) * | 2010-11-19 | 2013-11-12 | Cisco Technology, Inc. | De-correlation of sub-bands using cyclic shifts |
US20140294108A1 (en) * | 2011-09-23 | 2014-10-02 | Raul Hernan Etkin | Extrapolating Channel State Information ("CSI") Estimates From Multiple Packets Sent Over Different Antennas to Generate a Combined CSI Estimate for a MIMO-OFDM System |
WO2013043201A1 (en) * | 2011-09-23 | 2013-03-28 | Hewlett-Packard Development Company, L.P. | Extrapolating channel state information ("csi") estimates from multiple packets sent over different frequency channels to generate a combined csi estimate for a mimo-ofdm system |
EP3033841A1 (en) * | 2013-08-14 | 2016-06-22 | Hewlett Packard Enterprise Development LP | Transmit antenna selection |
WO2015119461A1 (en) * | 2014-02-06 | 2015-08-13 | 엘지전자 주식회사 | Method and device for transmitting signal in wireless communication system |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20040209579A1 (en) | 2003-04-10 | 2004-10-21 | Chandra Vaidyanathan | System and method for transmit weight computation for vector beamforming radio communication |
US20050237920A1 (en) | 2004-04-22 | 2005-10-27 | Howard Steven J | Iterative eigenvector computation for a MIMO communication system |
US7012556B2 (en) * | 2001-10-08 | 2006-03-14 | Qinetiq Limited | Signal processing system and method |
US20070098097A1 (en) | 2005-10-28 | 2007-05-03 | Samsung Electronics Co., Ltd. | System and method for enhancing the performance of wireless communication systems |
US20070153759A1 (en) | 2005-10-05 | 2007-07-05 | Samsung Electronics Co., Ltd. | Apparatus and method for transmitting/receiving signal in a communication system using a plurality of transmit antennas |
US20080080632A1 (en) | 2006-09-29 | 2008-04-03 | Freescale Semiconductor, Inc. | Method and device for operating a precoded MIMO system |
US20090135940A1 (en) | 2005-09-01 | 2009-05-28 | Kimihiko Imamura | Wireless transmission device and wireless transmission method |
US20090196163A1 (en) | 2006-07-05 | 2009-08-06 | Koninklijke Philips Electronics N.V. | Bandwidth asymmetric communication system based on ofdm and tdma |
US8130858B1 (en) | 2007-05-30 | 2012-03-06 | Marvell International Ltd. | Method and apparatus for implementing transmit diversity in OFDM systems |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
HUE031812T2 (en) | 2004-05-27 | 2017-08-28 | Qualcomm Inc | Modified preamble structure for ieee 802.11a extensions to allow for coexistence and interoperability between 802.11a devices and higher data rate, mimo or otherwise extended devices |
US8619907B2 (en) | 2004-06-10 | 2013-12-31 | Agere Systems, LLC | Method and apparatus for preamble training in a multiple antenna communication system |
US7742390B2 (en) | 2005-08-23 | 2010-06-22 | Agere Systems Inc. | Method and apparatus for improved long preamble formats in a multiple antenna communication system |
US8155138B2 (en) | 2008-08-19 | 2012-04-10 | Qualcomm Incorporated | Training sequences for very high throughput wireless communication |
WO2011041492A2 (en) * | 2009-09-30 | 2011-04-07 | Interdigital Patent Holdings, Inc. | Method and apparatus for multi-antenna transmission in uplink |
-
2008
- 2008-05-29 US US12/129,473 patent/US8130858B1/en active Active
-
2012
- 2012-02-23 US US13/403,949 patent/US8451931B1/en active Active
-
2013
- 2013-05-27 US US13/902,961 patent/US8761302B1/en active Active
-
2014
- 2014-06-19 US US14/309,657 patent/US9215121B1/en active Active
Patent Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7012556B2 (en) * | 2001-10-08 | 2006-03-14 | Qinetiq Limited | Signal processing system and method |
US20040209579A1 (en) | 2003-04-10 | 2004-10-21 | Chandra Vaidyanathan | System and method for transmit weight computation for vector beamforming radio communication |
US20050237920A1 (en) | 2004-04-22 | 2005-10-27 | Howard Steven J | Iterative eigenvector computation for a MIMO communication system |
US20090135940A1 (en) | 2005-09-01 | 2009-05-28 | Kimihiko Imamura | Wireless transmission device and wireless transmission method |
US20070153759A1 (en) | 2005-10-05 | 2007-07-05 | Samsung Electronics Co., Ltd. | Apparatus and method for transmitting/receiving signal in a communication system using a plurality of transmit antennas |
US20070098097A1 (en) | 2005-10-28 | 2007-05-03 | Samsung Electronics Co., Ltd. | System and method for enhancing the performance of wireless communication systems |
US20090196163A1 (en) | 2006-07-05 | 2009-08-06 | Koninklijke Philips Electronics N.V. | Bandwidth asymmetric communication system based on ofdm and tdma |
US20080080632A1 (en) | 2006-09-29 | 2008-04-03 | Freescale Semiconductor, Inc. | Method and device for operating a precoded MIMO system |
US8130858B1 (en) | 2007-05-30 | 2012-03-06 | Marvell International Ltd. | Method and apparatus for implementing transmit diversity in OFDM systems |
US8451931B1 (en) * | 2007-05-30 | 2013-05-28 | Marvell International Ltd. | Method and apparatus for implementing transmit diversity in OFDM systems |
Non-Patent Citations (24)
Cited By (19)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10320496B2 (en) | 2004-01-28 | 2019-06-11 | Rambus Inc. | Periodic calibration for communication channels by drift tracking |
US11108510B2 (en) | 2004-01-28 | 2021-08-31 | Rambus Inc. | Communication channel calibration for drift conditions |
US20140192940A1 (en) * | 2004-01-28 | 2014-07-10 | Rambus Inc. | Communication channel calibration for drift conditions |
US9628257B2 (en) | 2004-01-28 | 2017-04-18 | Rambus Inc. | Communication channel calibration for drift conditions |
US9667406B2 (en) | 2004-01-28 | 2017-05-30 | Rambus Inc. | Communication channel calibration for drift conditions |
US9667359B2 (en) | 2004-01-28 | 2017-05-30 | Rambus Inc. | Periodic calibration for communication channels by drift tracking |
US11664907B2 (en) | 2004-01-28 | 2023-05-30 | Rambus Inc. | Periodic calibration for communication channels by drift tracking |
US10305674B2 (en) | 2004-01-28 | 2019-05-28 | Rambus Inc. | Communication channel calibration for drift conditions |
US11552748B2 (en) | 2004-01-28 | 2023-01-10 | Rambus Inc. | Communication channel calibration for drift conditions |
US11258522B2 (en) | 2004-01-28 | 2022-02-22 | Rambus Inc. | Periodic calibration for communication channels by drift tracking |
US10673582B2 (en) | 2004-01-28 | 2020-06-02 | Rambus Inc. | Communication channel calibration for drift conditions |
US10523344B2 (en) | 2004-01-28 | 2019-12-31 | Rambus Inc. | Periodic calibration for communication channels by drift tracking |
US10819447B2 (en) | 2004-01-28 | 2020-10-27 | Rambus Inc. | Periodic calibration for communication channels by drift tracking |
US9042504B2 (en) * | 2004-01-28 | 2015-05-26 | Rambus Inc. | Communication channel calibration for drift conditions |
US11669124B2 (en) | 2004-03-17 | 2023-06-06 | Rambus Inc. | Drift tracking feedback for communication channels |
US11327524B2 (en) | 2004-03-17 | 2022-05-10 | Rambus Inc. | Drift tracking feedback for communication channels |
US9710011B2 (en) | 2004-03-17 | 2017-07-18 | Rambus Inc. | Drift tracking feedback for communication channels |
US10503201B2 (en) | 2004-03-17 | 2019-12-10 | Rambus Inc. | Drift tracking feedback for communication channels |
US9215121B1 (en) | 2007-05-30 | 2015-12-15 | Marvell International Ltd. | Method and apparatus for implementing transmit diversity in OFDM systems |
Also Published As
Publication number | Publication date |
---|---|
US8130858B1 (en) | 2012-03-06 |
US9215121B1 (en) | 2015-12-15 |
US8451931B1 (en) | 2013-05-28 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US9215121B1 (en) | Method and apparatus for implementing transmit diversity in OFDM systems | |
US10200096B2 (en) | Beamforming using predefined spatial mapping matrices | |
US10141997B2 (en) | Power amplifier adjustment for transmit beamforming in multi-antenna wireless systems | |
US7978784B2 (en) | Antenna selection and training using a spatial spreading matrix for use in a wireless MIMO communication system | |
US9509382B1 (en) | Beamforming to a subset of receive antennas in a wireless MIMO communication system | |
US9166836B1 (en) | Channel tracking in a wireless multiple-input multiple-output (MIMO) communication system | |
US9106295B1 (en) | Reuse of a matrix equalizer for the purpose of transmit beamforming in a wireless MIMO communication system | |
US7729439B2 (en) | Calibration correction for implicit beamforming in a wireless MIMO communication system | |
US8379745B1 (en) | Forward channel variation detection in a wireless communication system | |
US8095097B1 (en) | Increasing the robustness of channel estimates derived through sounding for WLAN | |
US8340597B1 (en) | Calibration correction for implicit beamforming in a wireless MIMO communication system | |
US8494084B1 (en) | Reuse of a matrix equalizer for the purpose of transmit beamforming in a wireless MIMO communication system | |
US8077805B1 (en) | MIMO equalizer method and apparatus |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
STCF | Information on status: patent grant |
Free format text: PATENTED CASE |
|
MAFP | Maintenance fee payment |
Free format text: PAYMENT OF MAINTENANCE FEE, 4TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1551) Year of fee payment: 4 |
|
AS | Assignment |
Owner name: CAVIUM INTERNATIONAL, CAYMAN ISLANDS Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:MARVELL INTERNATIONAL LTD.;REEL/FRAME:052918/0001 Effective date: 20191231 |
|
AS | Assignment |
Owner name: MARVELL ASIA PTE, LTD., SINGAPORE Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:CAVIUM INTERNATIONAL;REEL/FRAME:053475/0001 Effective date: 20191231 |
|
MAFP | Maintenance fee payment |
Free format text: PAYMENT OF MAINTENANCE FEE, 8TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1552); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY Year of fee payment: 8 |